NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Education and Health Services in Dutchess County-Putnam County, NY (MD) Series ID: SMU36205246500000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-04-01 Last Updated: 2024-05-18 4:48 AM CDT Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here (https://fred.stlouisfed.org/series/SMU36205246500000001). Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. DATE VALUE 1990-01-01 19.742843267469897 1990-02-01 19.400750527117200 1990-03-01 19.677230124022397 1990-04-01 19.801328335674500 1990-05-01 19.918079990645897 1990-06-01 20.285770682366604 1990-07-01 20.173335464471300 1990-08-01 20.135215516196100 1990-09-01 19.716649892966100 1990-10-01 19.678770516377803 1990-11-01 19.831627429675500 1990-12-01 19.962686219619100 1991-01-01 20.390692723749800 1991-02-01 20.587146378615900 1991-03-01 21.057009877727700 1991-04-01 20.111242829698398 1991-05-01 20.303086715895500 1991-06-01 20.404427306928500 1991-07-01 20.460492263877700 1991-08-01 20.425360469001000 1991-09-01 20.684256684954697 1991-10-01 20.865518451818400 1991-11-01 20.907980364691397 1991-12-01 20.942723870864000 1992-01-01 20.553092344220100 1992-02-01 20.203709610561000 1992-03-01 20.550000729296800 1992-04-01 20.998997312355698 1992-05-01 20.957080494975000 1992-06-01 20.838141121548300 1992-07-01 20.736249499402600 1992-08-01 20.611186722026300 1992-09-01 21.255928662881500 1992-10-01 21.168806544793398 1992-11-01 21.109617246606000 1992-12-01 21.148927850950300 1993-01-01 21.128885191544000 1993-02-01 21.547347444409000 1993-03-01 21.533581766688200 1993-04-01 21.276838424161600 1993-05-01 21.285988537896800 1993-06-01 21.357518251104697 1993-07-01 21.509177798419400 1993-08-01 21.824729081680600 1993-09-01 21.740109661987000 1993-10-01 21.992708287994900 1993-11-01 22.027415140138302 1993-12-01 22.059182392939600 1994-01-01 21.669304049312803 1994-02-01 22.193136376114100 1994-03-01 22.295670893209200 1994-04-01 22.248263659632396 1994-05-01 22.522975337821500 1994-06-01 22.476525375942696 1994-07-01 22.779918169739698 1994-08-01 22.718593376043300 1994-09-01 22.959410030745100 1994-10-01 22.524501482193500 1994-11-01 22.858831748482700 1994-12-01 22.872456471841897 1995-01-01 22.663337599324397 1995-02-01 22.657835053831100 1995-03-01 22.668025294329600 1995-04-01 23.032108073941803 1995-05-01 23.085217120800300 1995-06-01 23.166104017587600 1995-07-01 22.892272371672100 1995-08-01 22.903793483083803 1995-09-01 22.534027970557602 1995-10-01 22.773122181087604 1995-11-01 22.817675864672697 1995-12-01 22.800715966815900 1996-01-01 23.079966129591900 1996-02-01 22.982171652375100 1996-03-01 23.454320951802302 1996-04-01 23.425544873676700 1996-05-01 23.693840045987397 1996-06-01 23.452917316296800 1996-07-01 23.423937227326302 1996-08-01 23.412974717315997 1996-09-01 23.506983263920100 1996-10-01 23.377490876759600 1996-11-01 23.336180961152500 1996-12-01 23.503622775117602 1997-01-01 23.585847315507998 1997-02-01 23.690305912226400 1997-03-01 23.666323718717898 1997-04-01 23.538880409143896 1997-05-01 23.437618184081500 1997-06-01 23.648269868028700 1997-07-01 23.676041204629197 1997-08-01 23.736135609804200 1997-09-01 23.656657105414800 1997-10-01 23.854400244598498 1997-11-01 23.935764848760700 1997-12-01 24.103950868308600 1998-01-01 24.100662026017900 1998-02-01 24.161039077385396 1998-03-01 24.186096662738400 1998-04-01 24.264900953691000 1998-05-01 24.503417001104804 1998-06-01 24.470713099432302 1998-07-01 24.963194344888800 1998-08-01 24.764181925250900 1998-09-01 24.386546003056804 1998-10-01 25.097949589895897 1998-11-01 25.099166192227397 1998-12-01 25.188056410188900 1999-01-01 25.479370646686803 1999-02-01 25.422269331873103 1999-03-01 25.384693316472802 1999-04-01 25.802596213224398 1999-05-01 25.765646755019500 1999-06-01 25.800034244073895 1999-07-01 26.161141889466400 1999-08-01 26.112951811239200 1999-09-01 26.166789448461200 1999-10-01 26.249992668399702 1999-11-01 26.353174876819200 1999-12-01 26.270722361372500 2000-01-01 26.418387762686600 2000-02-01 26.386888776889400 2000-03-01 26.356130989852500 2000-04-01 26.206572662184700 2000-05-01 26.503602275254000 2000-06-01 26.723002464141103 2000-07-01 26.565331223065700 2000-08-01 26.769338893563198 2000-09-01 27.378217827349600 2000-10-01 26.905276347899200 2000-11-01 26.996774831910702 2000-12-01 27.035665778781000 2001-01-01 27.451243757011500 2001-02-01 27.165146347614000 2001-03-01 27.063632273574700 2001-04-01 27.263848509989500 2001-05-01 27.384388882980200 2001-06-01 27.657128297497398 2001-07-01 28.239873127116500 2001-08-01 28.200408735405503 2001-09-01 28.309033573080395 2001-10-01 28.237138132635398 2001-11-01 28.309056700138100 2001-12-01 28.459465386302500 2002-01-01 29.479969068794400 2002-02-01 28.642047953669200 2002-03-01 28.733542113589900 2002-04-01 28.567793170133700 2002-05-01 28.597851326663700 2002-06-01 29.252967373678104 2002-07-01 29.129953813355900 2002-08-01 29.156288145538603 2002-09-01 29.295534790392104 2002-10-01 28.943482750474600 2002-11-01 28.989544183606400 2002-12-01 29.056363967348800 2003-01-01 29.275665002737302 2003-02-01 29.931522871732000 2003-03-01 29.814294226192400 2003-04-01 29.761531022113200 2003-05-01 29.670453864018500 2003-06-01 30.573380284109900 2003-07-01 29.538776761953898 2003-08-01 29.280110144647605 2003-09-01 29.491004751485000 2003-10-01 29.917268923812397 2003-11-01 30.045984825834697 2003-12-01 30.332900337497000 2004-01-01 29.980625635922200 2004-02-01 30.241775767212896 2004-03-01 30.448239337717000 2004-04-01 30.562635358933100 2004-05-01 30.523379213779100 2004-06-01 30.049002694866000 2004-07-01 30.574382349338304 2004-08-01 30.326608716485100 2004-09-01 30.605357293117798 2004-10-01 30.573035604750300 2004-11-01 30.698598570036697 2004-12-01 30.630401728966604 2005-01-01 30.433368267872602 2005-02-01 30.452000662711395 2005-03-01 30.547024602823800 2005-04-01 31.219582015417700 2005-05-01 31.095987949041200 2005-06-01 30.725362756579102 2005-07-01 30.901971594643502 2005-08-01 30.898489686424302 2005-09-01 30.973776080364300 2005-10-01 31.450491635524500 2005-11-01 31.573359753251800 2005-12-01 31.446241905749197 2006-01-01 31.439981169335500 2006-02-01 31.544724575350298 2006-03-01 31.563436434242803 2006-04-01 31.630409902109605 2006-05-01 31.497425166131002 2006-06-01 31.471167886846800 2006-07-01 31.642066568647298 2006-08-01 31.934752190534200 2006-09-01 32.537873208493700 2006-10-01 31.867797158502604 2006-11-01 31.801525207751396 2006-12-01 32.015037901579400 2007-01-01 31.966677632264698 2007-02-01 31.919666174639396 2007-03-01 31.977234440245800 2007-04-01 32.074247421615894 2007-05-01 32.143608773499600 2007-06-01 32.508105465929106 2007-07-01 32.475069434397895 2007-08-01 32.182980591830200 2007-09-01 32.342739780234900 2007-10-01 32.436389519114100 2007-11-01 32.386382400152700 2007-12-01 32.827701883426400 2008-01-01 32.345680721768700 2008-02-01 32.460669707049604 2008-03-01 32.345523171852605 2008-04-01 32.495379549193700 2008-05-01 32.817808544753106 2008-06-01 32.929907024111500 2008-07-01 32.664463129246300 2008-08-01 32.979501517348105 2008-09-01 33.065493669622800 2008-10-01 32.917418222931600 2008-11-01 33.086610277381600 2008-12-01 33.163312620224400 2009-01-01 33.148473946205200 2009-02-01 33.184016857092000 2009-03-01 33.167819367208900 2009-04-01 33.067089000304300 2009-05-01 33.102921413091800 2009-06-01 33.179708747649500 2009-07-01 33.065355920919100 2009-08-01 33.398626487084800 2009-09-01 33.153801311965800 2009-10-01 33.425732765309200 2009-11-01 33.611882020473296 2009-12-01 33.386613208067395 2010-01-01 33.527641098721200 2010-02-01 33.411759702598800 2010-03-01 33.581282044224100 2010-04-01 33.494430776404400 2010-05-01 33.780462539423200 2010-06-01 33.753277977888900 2010-07-01 34.101803386691400 2010-08-01 34.194008079843700 2010-09-01 34.146508205488000 2010-10-01 34.230270806734296 2010-11-01 33.919858035535000 2010-12-01 34.060879549331800 2011-01-01 34.543948239876700 2011-02-01 34.648583279665800 2011-03-01 34.578642296056200 2011-04-01 34.586080777663500 2011-05-01 34.375616655838300 2011-06-01 34.111872474171600 2011-07-01 34.504499847222000 2011-08-01 34.382222525511300 2011-09-01 34.321018097688000 2011-10-01 34.469900209232300 2011-11-01 34.324798128246300 2011-12-01 34.323443010619194 2012-01-01 34.053992644394700 2012-02-01 34.828641999550300 2012-03-01 34.438249598836300 2012-04-01 34.497917447102196 2012-05-01 34.515618766829704 2012-06-01 34.328833551920200 2012-07-01 34.359783520323400 2012-08-01 34.385860049619005 2012-09-01 35.511187663553706 2012-10-01 34.698373349325300 2012-11-01 34.704751873226300 2012-12-01 34.847969761875700 2013-01-01 33.856419953215800 2013-02-01 34.947675594930800 2013-03-01 34.935452542854200 2013-04-01 35.033120651388000 2013-05-01 35.140898150569704 2013-06-01 35.237800808375000 2013-07-01 35.137858626141900 2013-08-01 35.217722008785700 2013-09-01 35.701565127997300 2013-10-01 35.410660131362290 2013-11-01 35.761683255170600 2013-12-01 36.065206463959200 2014-01-01 35.781307867094300 2014-02-01 36.064655240039600 2014-03-01 36.354117931551300 2014-04-01 36.293374482457300 2014-05-01 36.265752729267700 2014-06-01 36.438727805466400 2014-07-01 36.306169189095000 2014-08-01 36.454760648996000 2014-09-01 36.206868464270800 2014-10-01 36.305251132657105 2014-11-01 36.433941465625700 2014-12-01 36.237358884652500 2015-01-01 36.512775283734900 2015-02-01 36.390643194177200 2015-03-01 36.522012677581800 2015-04-01 36.715130690667900 2015-05-01 36.509080248761800 2015-06-01 36.627441103967000 2015-07-01 36.571864267483896 2015-08-01 36.834431681001895 2015-09-01 36.340751538271796 2015-10-01 37.168008211210704 2015-11-01 37.030858631051200 2015-12-01 37.138290999739205 2016-01-01 36.903049356697004 2016-02-01 36.777098504036200 2016-03-01 36.663095193869400 2016-04-01 36.756388789364200 2016-05-01 36.945611992955605 2016-06-01 37.080891959637400 2016-07-01 37.261371067730710 2016-08-01 37.117787770362300 2016-09-01 37.187537945808000 2016-10-01 37.020611539329400 2016-11-01 37.035561223219105 2016-12-01 37.087645136113100 2017-01-01 37.330138581475100 2017-02-01 37.103148385789794 2017-03-01 37.185242650435210 2017-04-01 37.289827086498900 2017-05-01 37.562092297215000 2017-06-01 37.895880533680300 2017-07-01 38.311904252424895 2017-08-01 38.028019871900796 2017-09-01 38.129517642432795 2017-10-01 38.004949345702400 2017-11-01 37.882999441211900 2017-12-01 38.099286775750606 2018-01-01 38.656224592048700 2018-02-01 38.397888193956600 2018-03-01 38.376658107186200 2018-04-01 38.567930333351000 2018-05-01 38.446017301866300 2018-06-01 38.419635796476800 2018-07-01 38.679687451683200 2018-08-01 38.279538466787200 2018-09-01 38.384403894571600 2018-10-01 38.612096106856605 2018-11-01 38.496292656642794 2018-12-01 38.790092665749796 2019-01-01 38.851219329723600 2019-02-01 38.787605480294204 2019-03-01 39.156489817630100 2019-04-01 38.667459194121300 2019-05-01 38.756976727796896 2019-06-01 38.491107373930300 2019-07-01 38.619453894588396 2019-08-01 38.382430282684300 2019-09-01 38.671462428357394 2019-10-01 38.665748518129796 2019-11-01 38.717731885674700 2019-12-01 38.399040710044105 2020-01-01 38.924782622295396 2020-02-01 39.008331387297600 2020-03-01 38.532126006869400 2020-04-01 33.839941694142300 2020-05-01 34.079357853183900 2020-06-01 33.358487612925700 2020-07-01 34.102364999676600 2020-08-01 34.991072381389100 2020-09-01 35.288743183696400 2020-10-01 35.497914072712700 2020-11-01 35.507946210274206 2020-12-01 35.498309089409900 2021-01-01 33.866899099167600 2021-02-01 33.864345178813200 2021-03-01 35.161879465062600 2021-04-01 35.748037084772400 2021-05-01 35.709960277979100 2021-06-01 35.163283556595200 2021-07-01 35.384729280793900 2021-08-01 35.645265610755700 2021-09-01 35.193143814557400 2021-10-01 35.848642217752800 2021-11-01 36.206565028597105 2021-12-01 36.397279875503200 2022-01-01 34.633433880635400 2022-02-01 36.482906206150300 2022-03-01 36.559920954317100 2022-04-01 36.148814474448900 2022-05-01 35.857816685527000 2022-06-01 36.930109199856000 2022-07-01 37.386650299272900 2022-08-01 37.177093063301704 2022-09-01 36.707653410820800 2022-10-01 36.814549058828796 2022-11-01 36.846174786547800 2022-12-01 36.825176848018600 2023-01-01 36.783671023026400 2023-02-01 37.148787886945900 2023-03-01 37.156422966062500 2023-04-01 37.554658095901900 2023-05-01 37.190829330511800 2023-06-01 37.975782922903210 2023-07-01 37.455022586334600 2023-08-01 37.217778629568500 2023-09-01 38.314707173940500 2023-10-01 37.675410244682900 2023-11-01 37.790993366111100 2023-12-01 38.027709124439100 2024-01-01 38.828916704001500 2024-02-01 38.609174335329200 2024-03-01 38.918724197358900 2024-04-01 38.856934079913900